{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "73bd968b-d970-4a05-94ef-4e7abf990827",
   "metadata": {},
   "source": [
    "Chapter 09\n",
    "\n",
    "# 超椭圆\n",
    "Book_3《数学要素》 | 鸢尾花书：从加减乘除到机器学习 (第二版)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "602e918b-ad80-4b94-b15e-f9008be68d0a",
   "metadata": {},
   "source": [
    "这段代码在二维平面上展示了不同的$L_p$空间的等高线图。$L_p$空间的度量定义为：\n",
    "\n",
    "$$\n",
    "\\left( \\left| \\frac{x_1}{a} \\right|^p + \\left| \\frac{x_2}{b} \\right|^q \\right)^{\\frac{1}{q}} = 1\n",
    "$$\n",
    "\n",
    "其中，参数$p$和$q$影响空间的形状，$a$和$b$是常数。在此代码中，$p$和$q$分别取值$\\{0.5, 1, 2, 3\\}$，遍历所有可能的$(p, q)$组合，每一组合对应$L_p$度量空间的一种形状。\n",
    "\n",
    "代码通过子图网格绘制每组$(p, q)$的$L_p$等高线图，将每个子图表示不同的$L_p$空间。对于每个子图中的$L_p$度量：\n",
    "- 当$p$或$q$趋近较小值（如0.5）时，曲线更加平滑、接近圆形；\n",
    "- 当$p$和$q$增大时，空间边界逐渐变成菱形或矩形；\n",
    "- 特别地，当$p$或$q$为无穷大时，等距曲线的边界接近方形。\n",
    "\n",
    "在图中，彩色等高线表示不同的$L_p$空间度量值变化，黑色实线轮廓表示$L_p = 1$的边界。子图的标题标注了对应的$p$和$q$值，这样通过可视化清晰展示了$L_p$空间随参数变化的几何特性。最终图形完整展现了不同参数组合下的$L_p$度量空间的形状演变，使其在不同条件下的形状特征一目了然。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "560a720b-477b-4905-be76-4146f754d70c",
   "metadata": {},
   "source": [
    "## 导入所需库"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ad03cb55-f095-456a-8d73-0664053d9893",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt  # 导入matplotlib库用于绘图\n",
    "import numpy as np  # 导入numpy库用于数值计算"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a68ef7b2-642f-4988-b809-dfc4b2b7b49a",
   "metadata": {},
   "source": [
    "## 定义Lp空间的参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9e402b64-1903-4a64-b9e7-a9a2bd935179",
   "metadata": {},
   "outputs": [],
   "source": [
    "a = 1  # Lp空间的参数a\n",
    "b = 1  # Lp空间的参数b\n",
    "\n",
    "p = [0.5, 1, 2, 3]  # 定义p的取值列表\n",
    "q = p  # 定义q的取值列表\n",
    "\n",
    "pp, qq = np.meshgrid(p, q)  # 创建p和q的网格\n",
    "pp = pp.flatten()  # 将p网格展平成一维数组\n",
    "qq = qq.flatten()  # 将q网格展平成一维数组\n",
    "\n",
    "x1 = np.linspace(-2, 2, num=101)  # x1轴坐标范围\n",
    "x2 = x1  # x2轴坐标范围\n",
    "\n",
    "xx1, xx2 = np.meshgrid(x1, x2)  # 生成二维网格"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed124020-c406-4e0e-abdd-d5c1ead06b61",
   "metadata": {},
   "source": [
    "## 创建子图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b2643beb-3a3e-41fc-8e32-f4184120e1d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1200 with 16 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(ncols=4, nrows=4, figsize=(12, 12))  # 创建4x4的子图网格\n",
    "\n",
    "## 遍历每组p和q值，绘制Lp空间的等高线图\n",
    "for p, q, ax in zip(pp, qq, axes.flat):\n",
    "    \n",
    "    if np.isinf(p):  # 当p为无穷大时，计算Lp空间的等值线\n",
    "        zz = np.maximum(np.abs(xx1/a), np.abs(xx2/b))\n",
    "    else:\n",
    "        zz = ((np.abs((xx1/a))**p) + (np.abs((xx2/b))**q))**(1./q)  # 计算Lp空间\n",
    "\n",
    "    ax.contourf(xx1, xx2, zz, 20, cmap='RdYlBu_r')  # 绘制Lp空间的填充等高线\n",
    "    ax.contour(xx1, xx2, zz, [1], colors='k', linewidths=2)  # 绘制Lp = 1的等值线\n",
    "\n",
    "    ## 设置装饰和样式\n",
    "    ax.axhline(y=0, color='k', linewidth=0.25)  # 添加y轴\n",
    "    ax.axvline(x=0, color='k', linewidth=0.25)  # 添加x轴\n",
    "    ax.set_xlim(-2, 2)  # 设置x轴范围\n",
    "    ax.set_ylim(-2, 2)  # 设置y轴范围\n",
    "    ax.spines['top'].set_visible(False)  # 隐藏顶部边框\n",
    "    ax.spines['right'].set_visible(False)  # 隐藏右侧边框\n",
    "    ax.spines['bottom'].set_visible(False)  # 隐藏底部边框\n",
    "    ax.spines['left'].set_visible(False)  # 隐藏左侧边框\n",
    "    ax.set_xlabel('$x_1$')  # 设置x轴标签\n",
    "    ax.set_ylabel('$x_2$')  # 设置y轴标签\n",
    "    ax.set_title('p = ' + str(p) + ', q = ' + str(q))  # 设置标题，显示p和q的值\n",
    "    ax.set_aspect('equal', adjustable='box')  # 设置坐标轴比例\n",
    "\n",
    "plt.show()  # 显示图形"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
